peterbamuhigire/chwezi-dev-engine

peterbamuhigire/chwezi-dev-engine · 00-meta-initialization/SKILL.md · Use when initialising documentation and a methodology roadmap for a brand-new project by detecting project type…

peterbamuhigire/chwezi-dev-engine · 00-meta-initialization/new-project/SKILL.md · Use when the task matches skill: new project scaffold and this skill''s local workflow.

peterbamuhigire/chwezi-dev-engine · AGENTS.md

peterbamuhigire/chwezi-dev-engine · CLAUDE.md

peterbamuhigire/chwezi-dev-engine · SKILL.md · Top-level router for the Chwezi Core Systems web-development and software-engineering skills engine. Use for AI…

peterbamuhigire/chwezi-dev-engine · skills/ai/ai-agent-commercial-operations/SKILL.md · Use when pricing, billing, refunding, recognizing revenue, or packaging commercial terms for agentic AI services, or…

peterbamuhigire/chwezi-dev-engine · skills/ai/ai-agent-compliance-controls/SKILL.md · Use when mapping AI agent operations to SOC 2, ISO 27001, HIPAA, audit logs, control testing, attestations, and…

peterbamuhigire/chwezi-dev-engine · skills/ai/ai-agent-governance-and-limits/SKILL.md · Use when defining agent budgets, step limits, reversibility, blast-radius controls, kill switches, and governance…

peterbamuhigire/chwezi-dev-engine · skills/ai/ai-agent-multi-agent-coordination/SKILL.md · Use when designing systems where multiple agents collaborate on one task — supervisor/worker, debate, plan-execute…

peterbamuhigire/chwezi-dev-engine · skills/ai/ai-agent-observability-evaluation/SKILL.md · Use when measuring, evaluating, replaying, evidencing, or tracking success for AI agent tasks, steps, traces, and…

peterbamuhigire/chwezi-dev-engine · skills/ai/ai-agent-runtime-architecture/SKILL.md · Use when designing multi-tenant agent runtimes, control loops, state machines, retries, idempotency, step caps, durable…

peterbamuhigire/chwezi-dev-engine · skills/ai/ai-agent-safety-and-red-team/SKILL.md · Use when red-teaming agent tool and data perimeters for indirect prompt injection, action escalation, tenant…

peterbamuhigire/chwezi-dev-engine · skills/ai/ai-agent-tooling-and-hitl/SKILL.md · Use when designing agent tool catalogs, tool schemas, action gating, human approval, and human-in-the-loop control for…

peterbamuhigire/chwezi-dev-engine · skills/ai/ai-analytics/SKILL.md · Use when designing AI analytics, dashboards, SaaS AI metrics, NLP analytics, predictive analytics, or executive AI…

peterbamuhigire/chwezi-dev-engine · skills/ai/ai-app-architecture/SKILL.md · Use when designing or building AI-powered application systems — choosing architecture style, selecting components…

peterbamuhigire/chwezi-dev-engine · skills/ai/ai-cost-and-metering/SKILL.md · Use when modeling, metering, attributing, billing, or controlling AI usage costs across tenants, plans, features…

peterbamuhigire/chwezi-dev-engine · skills/ai/ai-economic-value-engine/SKILL.md · Use when discovering, designing, prioritizing, or auditing AI-powered products for measurable business value. Applies…

peterbamuhigire/chwezi-dev-engine · skills/ai/ai-evaluation/SKILL.md · Use when building an AI/LLM evaluation harness, golden datasets, quality metrics, judge calibration, regression gates…

peterbamuhigire/chwezi-dev-engine · skills/ai/ai-feature-rollout-and-experimentation/SKILL.md · Use when planning a controlled AI-feature rollout or experiment in multi-tenant SaaS: tenant/user feature flags…

peterbamuhigire/chwezi-dev-engine · skills/ai/ai-feature-spec/SKILL.md · Use when specifying one AI-powered feature end to end, including model choice, prompt and context contracts, output…

peterbamuhigire/chwezi-dev-engine · skills/ai/ai-incident-response/SKILL.md · Use when preventing, detecting, triaging, communicating, recovering from, or reviewing AI incidents, AI errors, RCA…

peterbamuhigire/chwezi-dev-engine · skills/ai/ai-llm-integration/SKILL.md · Use when integrating an LLM provider into an application with streaming, structured outputs, tool calls, embeddings…

peterbamuhigire/chwezi-dev-engine · skills/ai/ai-model-gateway/SKILL.md · Use when designing or building an LLM gateway for provider abstraction, tenant-aware routing, fallbacks, quotas…

peterbamuhigire/chwezi-dev-engine · skills/ai/ai-observability-and-debugging/SKILL.md · Use when building the observability stack for AI features in a multi-tenant SaaS — prompt/response tracing, semantic…

peterbamuhigire/chwezi-dev-engine · skills/ai/ai-opportunity-canvas/SKILL.md · Use when discovering and ranking AI use cases for a project or module and producing an opportunity register with…

peterbamuhigire/chwezi-dev-engine · skills/ai/ai-prompt-engineering/SKILL.md · Use when writing, refining, or structuring prompts for AI-powered app features — system prompts, user prompt templates…

peterbamuhigire/chwezi-dev-engine · skills/ai/ai-rag-patterns/SKILL.md · Use when building features that answer questions from private data, documents, policies, or time-sensitive information…

peterbamuhigire/chwezi-dev-engine · skills/ai/ai-security/SKILL.md · Use when securing an AI/LLM-powered feature against prompt injection, cross-tenant data leakage and tenant isolation…

peterbamuhigire/chwezi-dev-engine · skills/ai/ai-web-apps/SKILL.md · Use when designing or building an AI-enhanced web app with chat, RAG, MCP tools, streaming, provider abstraction…

peterbamuhigire/chwezi-dev-engine · skills/ai/coding-agent-optimization/SKILL.md · Use when auditing or tuning a development machine's Claude Code or Codex setup for context, model, subagent…

peterbamuhigire/chwezi-dev-engine · skills/ai/openai-agents-sdk/SKILL.md · Use when building Python agents with the OpenAI Agents SDK, including runners, tools, handoffs, guardrails, tracing…

peterbamuhigire/chwezi-dev-engine · skills/android/android-development/SKILL.md · Use when building or reviewing native Android apps with Kotlin, Compose, architecture, Room/DataStore persistence…

peterbamuhigire/chwezi-dev-engine · skills/architecture/api-design-first/SKILL.md · Use when designing HTTP APIs with OpenAPI, versioning, authentication, rate limits, idempotency, error contracts…

peterbamuhigire/chwezi-dev-engine · skills/architecture/distributed-systems-patterns/SKILL.md · Use when designing or reviewing multi-service, message-driven, or eventually consistent systems. Covers service…

peterbamuhigire/chwezi-dev-engine · skills/architecture/ecommerce-platform-audit-requirements/SKILL.md · Use when scoping or specifying an e-commerce platform, payment, API, security, AI, data protection, integration, and…

peterbamuhigire/chwezi-dev-engine · skills/architecture/graphql-patterns/SKILL.md · Use when designing or operating GraphQL APIs with schemas, resolvers, authorization, pagination, federation, code…

peterbamuhigire/chwezi-dev-engine · skills/architecture/microservices-architecture/SKILL.md · Use when designing, reviewing, or refactoring microservice boundaries, communication, service ownership, deployment…

peterbamuhigire/chwezi-dev-engine · skills/architecture/system-architecture-design/SKILL.md · Use when defining or reviewing software architecture for web apps, mobile backends, SaaS platforms, APIs, distributed…

peterbamuhigire/chwezi-dev-engine · skills/architecture/validation-contract/SKILL.md · Use when authoring or normalising a specialist skill, or preparing to ship a feature or release — defines the seven…

peterbamuhigire/chwezi-dev-engine · skills/backend-databases/database-design-engineering/SKILL.md · Use when designing or reviewing relational or document-backed data architecture for SaaS platforms, ERP systems, APIs…

peterbamuhigire/chwezi-dev-engine · skills/backend-databases/database-reliability/SKILL.md · Use when defining database SLOs, error budgets, backup verification, capacity policy, incident response, game days, or…

peterbamuhigire/chwezi-dev-engine · skills/backend-databases/mysql-engineering/SKILL.md · Use when designing, implementing, administering, tuning, backing up, restoring, monitoring, or troubleshooting MySQL…

peterbamuhigire/chwezi-dev-engine · skills/backend-databases/postgresql-engineering/SKILL.md · Use when designing, implementing, administering, tuning, backing up, restoring, monitoring, or troubleshooting…

peterbamuhigire/chwezi-dev-engine · skills/devops-cloud/cicd-pipelines/SKILL.md · Use when building CI/CD pipelines with build, test, security, packaging, deployment stages, reusable workflows…

peterbamuhigire/chwezi-dev-engine · skills/devops-cloud/cloud-architecture/SKILL.md · Use when designing cloud deployments, Dockerising applications, laying out AWS or GCP environments, choosing a…

peterbamuhigire/chwezi-dev-engine · skills/devops-cloud/deployment-release-engineering/SKILL.md · Use when designing or reviewing deployment pipelines, rollout strategies, release gates, rollback plans, migration-safe…

peterbamuhigire/chwezi-dev-engine · skills/devops-cloud/docker-development/SKILL.md · Use when containerizing PHP, Python, JavaScript, or API services with Dockerfiles, multi-stage images, Compose, CI…

peterbamuhigire/chwezi-dev-engine · skills/devops-cloud/infrastructure-as-code/SKILL.md · Use when provisioning or changing cloud infrastructure with Terraform or Ansible — modules, remote state with S3 native…

peterbamuhigire/chwezi-dev-engine · skills/devops-cloud/kubernetes-platform/SKILL.md · Use when building or running production Kubernetes clusters, namespaces, workloads, ingress, autoscaling, multi-tenant…

peterbamuhigire/chwezi-dev-engine · skills/devops-cloud/observability-monitoring/SKILL.md · Use when designing or reviewing logs, metrics, traces, alerts, SLOs, dashboards, audit events, or production telemetry…

peterbamuhigire/chwezi-dev-engine · skills/devops-cloud/reliability-engineering/SKILL.md · Use when designing or reviewing production reliability for APIs, SaaS platforms, background jobs, distributed…

peterbamuhigire/chwezi-dev-engine · skills/execution-plan-scripts/SKILL.md · Use when converting an approved long-running plan into self-contained execution prompts across sessions or workers…

peterbamuhigire/chwezi-dev-engine · skills/finance-accounting/accounting-engine/SKILL.md · Use when designing or implementing double-entry accounting policy and an embedded ledger engine for invoices, payments…

peterbamuhigire/chwezi-dev-engine · skills/finance-accounting/accounting-finance-controller/SKILL.md · Use when coordinating accounting and finance implementation reviews, doctrine routing, control evidence, remediation…

peterbamuhigire/chwezi-dev-engine · skills/finance-accounting/electronic-fiscal-taxing/SKILL.md · Use when implementing or reviewing electronic fiscal taxation integrations in web, ERP, POS, or mobile-backed systems…

peterbamuhigire/chwezi-dev-engine · skills/finance-accounting/multicurrency-and-fx/SKILL.md · Use when implementing IAS 21 multicurrency accounting: functional currency, presentation currency, transaction…

peterbamuhigire/chwezi-dev-engine · skills/frontend-ux/avalonia-desktop-development/SKILL.md · Use when building or reviewing cross-platform .NET desktop apps with Avalonia UI, AXAML, MVVM, compiled bindings…

peterbamuhigire/chwezi-dev-engine · skills/frontend-ux/frontend-architecture/SKILL.md · Use when turning a design system, product requirement, or frontend codebase into a maintainable component, content…

peterbamuhigire/chwezi-dev-engine · skills/frontend-ux/frontend-performance/SKILL.md · Use when defining, implementing, or auditing frontend performance for web apps and SaaS frontends; produces a per-flow…

peterbamuhigire/chwezi-dev-engine · skills/frontend-ux/image-compression/SKILL.md · Use when implementing or reviewing client image optimisation plus authoritative server decode, validation, resize…

peterbamuhigire/chwezi-dev-engine · skills/frontend-ux/nextjs-app-router/SKILL.md · Use when implementing or reviewing a Next.js App Router application with server and client components, route handlers…

peterbamuhigire/chwezi-dev-engine · skills/frontend-ux/pos-sales-operations-engineering/SKILL.md · Use when implementing or reviewing a tenant-aware ERP POS, agent POS, or manual sales-entry workflow where customer…

peterbamuhigire/chwezi-dev-engine · skills/frontend-ux/react-development/SKILL.md · Use when implementing or reviewing React components, hooks, state ownership, forms, rendering performance, error…

peterbamuhigire/chwezi-dev-engine · skills/frontend-ux/tailwind-css/SKILL.md · Use when implementing or reviewing Tailwind CSS styling, responsive layouts, state variants, theme tokens, layers…

peterbamuhigire/chwezi-dev-engine · skills/frontend-ux/ux-content-strategy/SKILL.md · Use when planning, governing, or upgrading product content as a system - voice charts, content-first design, UI text…

peterbamuhigire/chwezi-dev-engine · skills/game-development/apple-game-platform-delivery/SKILL.md · Use when delivering a game on iOS, iPadOS, or macOS with Apple-native services, Metal diagnostics, controllers…

peterbamuhigire/chwezi-dev-engine · skills/game-development/game-2d-art-animation-and-vfx-pipeline/SKILL.md · Use when producing, importing, validating, or optimising 2D game concepts, sprites, atlases, tile sets, skeletal or…

peterbamuhigire/chwezi-dev-engine · skills/game-development/game-3d-asset-pipeline/SKILL.md · Use when producing game-ready 3D environments, characters, props, materials, rigs, animations, LODs, collisions…

peterbamuhigire/chwezi-dev-engine · skills/game-development/game-accessibility-localisation-and-player-safety/SKILL.md · Use when designing or testing accessible gameplay, remapping, visual/audio alternatives, difficulty assists…

peterbamuhigire/chwezi-dev-engine · skills/game-development/game-ai-behaviour-and-navigation/SKILL.md · Use when designing, implementing, profiling, or reviewing non-player-agent behaviour, navigation, perception, decision…

peterbamuhigire/chwezi-dev-engine · skills/game-development/game-audio-implementation/SKILL.md · Use when designing, recording, licensing, editing, integrating, mixing, localising, profiling, or testing game music…

peterbamuhigire/chwezi-dev-engine · skills/game-development/game-build-release-engineering/SKILL.md · Use when creating reproducible Unity, Godot, Unreal, Android, iOS, or macOS game build pipelines, manifests, symbols…

peterbamuhigire/chwezi-dev-engine · skills/game-development/game-data-analytics-and-live-economy/SKILL.md · Use when defining game telemetry, player funnels, retention or progression metrics, experiments, remote configuration…

peterbamuhigire/chwezi-dev-engine · skills/game-development/game-development-orchestration/SKILL.md · Use when initiating, replanning, or governing a complete game project from concept through vertical slice, production…

peterbamuhigire/chwezi-dev-engine · skills/game-development/game-math-and-simulation/SKILL.md · Use when a game system needs explicit vector, matrix, quaternion, geometry, interpolation, collision, camera, steering…

peterbamuhigire/chwezi-dev-engine · skills/game-development/game-narrative-and-interactive-story-design/SKILL.md · Use when designing, reviewing, or implementing interactive game stories, narrative systems, quests, characters…

peterbamuhigire/chwezi-dev-engine · skills/game-development/game-security-anti-cheat-and-abuse/SKILL.md · Use when threat-modelling a game client/server, validating actions, protecting game economy and accounts, detecting…

peterbamuhigire/chwezi-dev-engine · skills/game-development/game-studio-delivery-and-commercial-operations/SKILL.md · Use when running game discovery, estimation, staffing, RACI, greenlight, statements of work, milestone governance…

peterbamuhigire/chwezi-dev-engine · skills/game-development/game-testing-polish/SKILL.md · Use when planning or executing game QA, playtesting, balance, usability, compatibility, accessibility, localisation…

peterbamuhigire/chwezi-dev-engine · skills/game-development/gameplay-systems-architecture/SKILL.md · Use when specifying or implementing engine-neutral gameplay systems such as movement, combat, AI, quests, dialogue…

peterbamuhigire/chwezi-dev-engine · skills/game-development/godot-mobile-game-development/SKILL.md · Use when building, migrating, profiling, testing, or exporting a Godot mobile game for Android or iOS; covers scenes…

peterbamuhigire/chwezi-dev-engine · skills/game-development/lean-game-product-development/SKILL.md · Use when converting a game idea, mechanic, feature, vertical slice, production milestone, or live change into…

peterbamuhigire/chwezi-dev-engine · skills/game-development/level-world-and-content-production/SKILL.md · Use when designing and producing game levels, worlds, encounters, missions, narrative content, procedural generation…

peterbamuhigire/chwezi-dev-engine · skills/game-development/mobile-game-design/SKILL.md · Use when designing or validating a mobile game's player fantasy, core loop, touch controls, sessions, onboarding…

peterbamuhigire/chwezi-dev-engine · skills/game-development/mobile-game-performance/SKILL.md · Use when establishing or enforcing mobile-game frame-time, memory, loading, storage, network, battery, thermal…

peterbamuhigire/chwezi-dev-engine · skills/game-development/mobile-game-release-liveops/SKILL.md · Use when preparing or operating Android/iOS game signing, packaging, store submission, privacy, ratings, analytics…

peterbamuhigire/chwezi-dev-engine · skills/game-development/online-multiplayer-and-game-backend/SKILL.md · Use when designing or implementing authoritative multiplayer topology, replication, RPCs, prediction, reconciliation…

peterbamuhigire/chwezi-dev-engine · skills/game-development/real-time-game-graphics/SKILL.md · Use when designing or diagnosing a game's render pipeline, shaders, materials, lighting, shadows, visibility…

peterbamuhigire/chwezi-dev-engine · skills/game-development/unity-mobile-game-development/SKILL.md · Use when building, restructuring, profiling, testing, or packaging a Unity mobile game in C# for Android or iOS; covers…

peterbamuhigire/chwezi-dev-engine · skills/game-development/unreal-game-development/SKILL.md · Use when building or restructuring an Unreal Engine game with C++, Blueprints, Gameplay Framework classes, replication…

peterbamuhigire/chwezi-dev-engine · skills/gis/gis-enterprise-domain/SKILL.md · Use when administering ArcGIS Enterprise or building real-estate-specific GIS features — ArcGIS components, publishing…

peterbamuhigire/chwezi-dev-engine · skills/gis/gis-platform-engineering/SKILL.md · Use when implementing GIS maps, spatial data services, maps integrations, geocoding, spatial APIs, or PostGIS-backed…

peterbamuhigire/chwezi-dev-engine · skills/ios/ios-development/SKILL.md · Use when building, architecting, or reviewing native iOS apps with Swift, SwiftUI, structured concurrency, module…

peterbamuhigire/chwezi-dev-engine · skills/ios/ios-monetization/SKILL.md · Use when implementing iOS purchases, subscriptions, StoreKit 2 verification, entitlement delivery, paywalls, or App…

peterbamuhigire/chwezi-dev-engine · skills/ios/ios-platform-capabilities/SKILL.md · Use when integrating iOS capabilities including App Intents, Spotlight, SwiftData, offline storage, biometrics…

peterbamuhigire/chwezi-dev-engine · skills/ios/ios-security-and-rbac/SKILL.md · Use when designing or reviewing iOS authentication, Keychain, App Attest, privacy manifests, permissions, RBAC, tenant…

peterbamuhigire/chwezi-dev-engine · skills/languages/algorithm-selection-and-complexity/SKILL.md · Use when choosing, reviewing, or explaining an algorithm under explicit correctness, time, space, input-scale, or…

peterbamuhigire/chwezi-dev-engine · skills/languages/csharp-dotnet-development/SKILL.md · Use when building, reviewing, modernising, or debugging C# and .NET applications, including ASP.NET Core, EF Core…

peterbamuhigire/chwezi-dev-engine · skills/languages/java-enterprise-development/SKILL.md · Use when building, diagnosing, or modernising Java/JVM APIs, data pipelines, modular ERP, or Hibernate N+1/fetch plans…

peterbamuhigire/chwezi-dev-engine · skills/languages/javascript-modern/SKILL.md · Use when writing or reviewing modern JavaScript for browser or PHP-backed SaaS applications, including modules…

peterbamuhigire/chwezi-dev-engine · skills/languages/nodejs-development/SKILL.md · Use when creating Node.js backend services, APIs, routing, workers, CLI tools, streams, asynchronous or real-time…

peterbamuhigire/chwezi-dev-engine · skills/languages/php-modern-standards/SKILL.md · Use when writing or reviewing PHP 8+ applications, object-oriented domain code, Laravel services, PSR-compliant…

peterbamuhigire/chwezi-dev-engine · skills/languages/python-data-analytics/SKILL.md · Use when computing complex analytics, KPIs, cohort/funnel/retention metrics, financial math (IRR/NPV/amortization)…

peterbamuhigire/chwezi-dev-engine · skills/languages/python-data-pipelines/SKILL.md · Use when building ETL jobs, document intelligence pipelines, OCR, PDF/Excel ingestion, image/media processing, or…

peterbamuhigire/chwezi-dev-engine · skills/languages/python-ml-predictive/SKILL.md · Use when adding forecasting, classification, regression, or anomaly detection to a SaaS feature —…

peterbamuhigire/chwezi-dev-engine · skills/languages/python-modern-standards/SKILL.md · Use when writing, reviewing, or distributing Python applications, including PyInstaller, auto-py-to-exe, Nuitka, frozen…

peterbamuhigire/chwezi-dev-engine · skills/languages/typescript-effective/SKILL.md · Use when writing production TypeScript — clean code idioms, effective-TS items, strict tsconfig, migration from JS…

peterbamuhigire/chwezi-dev-engine · skills/languages/typescript-full-stack/SKILL.md · Use when building end-to-end TypeScript applications — Node backend (Fastify), React/Next frontend, shared types via…

peterbamuhigire/chwezi-dev-engine · skills/mobile-cross/kmp-development/SKILL.md · Use when sharing Kotlin business logic across Android and iOS with Kotlin Multiplatform while retaining deliberate…

peterbamuhigire/chwezi-dev-engine · skills/mobile-cross/mobile-platform-operations/SKILL.md · Use when coordinating Android/iOS testing, signing, store assets, TestFlight, Xcode Cloud, App Store/Play review…

peterbamuhigire/chwezi-dev-engine · skills/mobile-cross/pwa-offline-first/SKILL.md · Use when building offline-first Progressive Web Apps — Service Worker lifecycle, Workbox caching strategies, IndexedDB…

peterbamuhigire/chwezi-dev-engine · skills/product-business/bds-intake-and-monitoring-system-spec/SKILL.md · Use when specifying application intake, eligibility screening, selection scoring, beneficiary registers, diagnostics…

peterbamuhigire/chwezi-dev-engine · skills/product-business/consulting-delivery-control-room/SKILL.md · Use when coordinating multi-workstream consulting bids or delivery programmes with deadlines, owners, RACI, RAID…

peterbamuhigire/chwezi-dev-engine · skills/product-business/content-writing/SKILL.md · Use when writing or reviewing blog posts, long-form articles, website copy, headlines, ledes, persuasive content…

peterbamuhigire/chwezi-dev-engine · skills/product-business/customer-service-excellence/SKILL.md · Use when handling service recovery, escalations, complaints, apology language, frontline empowerment, CX measurement…

peterbamuhigire/chwezi-dev-engine · skills/product-business/document-spreadsheet-tooling-readiness/SKILL.md · Use when checking whether this machine can generate, open, render, and validate promised Word/DOCX, PDF, Excel/XLSX…

peterbamuhigire/chwezi-dev-engine · skills/product-business/excel-spreadsheets/SKILL.md · Use when generating or validating professional Excel workbooks, formulas, imports, charts, formatting, macros, or…

peterbamuhigire/chwezi-dev-engine · skills/product-business/hospitality-hotel-restaurant-systems/SKILL.md · Use when architecting, specifying, implementing, or auditing PMS, POS, restaurant, hotel, resort, lodge, guest-house…

peterbamuhigire/chwezi-dev-engine · skills/product-business/it-proposal-writing/SKILL.md · Use when planning, drafting, reviewing, or strengthening an IT proposal, win strategy, decision basis, pricing…

peterbamuhigire/chwezi-dev-engine · skills/product-business/premium-software-product-execution/SKILL.md · Use when designing, pricing, packaging, building, or reviewing premium software for executive, enterprise, affluent, or…

peterbamuhigire/chwezi-dev-engine · skills/product-business/product-discovery/SKILL.md · Use when testing whether a product, feature, or workflow deserves investment through risk framing, prototypes…

peterbamuhigire/chwezi-dev-engine · skills/product-business/product-led-growth/SKILL.md · Use when designing PLG motions for a SaaS product — freemium tiers, PQL definition, activation flows with time-to-value…

peterbamuhigire/chwezi-dev-engine · skills/product-business/product-strategy-vision/SKILL.md · Use when defining product vision, strategic choices, product principles, OKRs, outcome roadmaps, or an…

peterbamuhigire/chwezi-dev-engine · skills/product-business/professional-word-output/SKILL.md · Use when generating or validating a professionally structured and visually intentional Microsoft Word DOCX document.

peterbamuhigire/chwezi-dev-engine · skills/product-business/software-business-models/SKILL.md · Use when selecting or reviewing a software product, service, hybrid, platform, subscription, perpetual, open-source, or…

peterbamuhigire/chwezi-dev-engine · skills/product-business/software-pricing-strategy/SKILL.md · Use when designing or reviewing software pricing, packaging, value metrics, tiers, freemium, discounts, negotiation, or…

peterbamuhigire/chwezi-dev-engine · skills/saas/full-coverage-saas-seeding/SKILL.md · Use when populating, refreshing, replaying, resetting, or verifying a realistic synthetic SaaS demo tenant across…

peterbamuhigire/chwezi-dev-engine · skills/saas/modular-saas-architecture/SKILL.md · Use when designing tenant-selectable SaaS modules, dependency contracts, module toggles, lifecycle hooks, or safe…

peterbamuhigire/chwezi-dev-engine · skills/saas/multi-tenant-saas-architecture/SKILL.md · Use when designing tenant isolation, panel boundaries, zero-trust authorization, audit trails, or tenant permission…

peterbamuhigire/chwezi-dev-engine · skills/saas/saas-accounting-system/SKILL.md · Use when designing double-entry accounting inside SaaS, including automated postings, ledgers, controls…

peterbamuhigire/chwezi-dev-engine · skills/saas/saas-admin-backoffice-tooling/SKILL.md · Use when designing audited SaaS back-office impersonation, tenant lifecycle, billing overrides, bulk actions, or audit…

peterbamuhigire/chwezi-dev-engine · skills/saas/saas-architecture-strategy/SKILL.md · Use when architecting or evaluating a cloud SaaS product — including choosing multi-tenant patterns, mapping deployment…

peterbamuhigire/chwezi-dev-engine · skills/saas/saas-business-metrics/SKILL.md · Use when defining or reviewing SaaS revenue, growth, retention, engagement, satisfaction, unit economics, or Rule-of-40…

peterbamuhigire/chwezi-dev-engine · skills/saas/saas-entitlements-and-plan-gating/SKILL.md · Use when gating which SaaS plan or AI model tier unlocks seats, API calls, generations, context, tools, or quotas…

peterbamuhigire/chwezi-dev-engine · skills/saas/saas-erp-system-design/SKILL.md · Use when designing configurable SaaS or ERP platforms with multi-step business workflows, domain modules, approvals…

peterbamuhigire/chwezi-dev-engine · skills/saas/saas-lifecycle-email-orchestration/SKILL.md · Use when deriving SaaS lifecycle email decisions from user state, product events, consent, channel pressure…

peterbamuhigire/chwezi-dev-engine · skills/saas/saas-managed-visual-assets/SKILL.md · Use when implementing or reviewing Super Admin or tenant-scoped managed visual assets—background image pools…

peterbamuhigire/chwezi-dev-engine · skills/saas/saas-rate-limiting-and-quotas/SKILL.md · Use when designing per-tenant rate limits, quota algorithms, enforcement points, plan caps, fair queueing, or usage…

peterbamuhigire/chwezi-dev-engine · skills/saas/saas-sales-organization/SKILL.md · Use when designing or scaling a SaaS sales organisation — sales motions, roles (SDR/BDR/AE/CSM/SE), pipeline stages…

peterbamuhigire/chwezi-dev-engine · skills/saas/saas-seeder/SKILL.md · Use when bootstrapping a multi-tenant SaaS Seeder Template, including environment, database, super admin, panel…

peterbamuhigire/chwezi-dev-engine · skills/saas/saas-sso-scim-enterprise-auth/SKILL.md · Use when implementing tenant-scoped SAML or OIDC SSO, SCIM provisioning, custom domains, IP allowlists, or enterprise…

peterbamuhigire/chwezi-dev-engine · skills/saas/saas-tenant-data-portability-and-erasure/SKILL.md · Use when designing verified tenant data export, retention, erasure, backup handling, audit evidence, or privacy-law…

peterbamuhigire/chwezi-dev-engine · skills/saas/stripe-payments/SKILL.md · Use when integrating Stripe one-time payments, PaymentIntents, SetupIntents, Checkout, SCA, multi-currency…

peterbamuhigire/chwezi-dev-engine · skills/saas/subscription-billing/SKILL.md · Use when designing or reviewing recurring subscription lifecycle on Stripe Billing — plans/Prices, trials, proration…

peterbamuhigire/chwezi-dev-engine · skills/sdlc-meta/advanced-testing-strategy/SKILL.md · Use when designing or reviewing test strategy for production systems, APIs, mobile apps, SaaS platforms, ERP workflows…

peterbamuhigire/chwezi-dev-engine · skills/sdlc-meta/ai-assisted-development/SKILL.md · Use when coordinating AI-assisted planning, implementation, review of an AI-generated pull request before merge…

peterbamuhigire/chwezi-dev-engine · skills/sdlc-meta/ai-slop-audit/SKILL.md · Use when auditing or scoring an artefact for AI slop after a major iteration or before release. Produces…

peterbamuhigire/chwezi-dev-engine · skills/sdlc-meta/anti-ai-slop/SKILL.md · Use when producing any human-facing artefact. Applies real-time anti-slop controls for specificity, verification…

peterbamuhigire/chwezi-dev-engine · skills/sdlc-meta/council/SKILL.md · Convene a four-voice council for ambiguous decisions, tradeoffs, and go/no-go calls where multiple valid paths exist…

peterbamuhigire/chwezi-dev-engine · skills/sdlc-meta/doc-architect/SKILL.md · Use when generating or repairing layered AGENTS.md project guidance, updating project documentation, CLAUDE.md files…

peterbamuhigire/chwezi-dev-engine · skills/sdlc-meta/engine-control-plane/SKILL.md · Use when coordinating or auditing multi-engine workflows, agent roles, command surfaces, hooks, evidence contracts…

peterbamuhigire/chwezi-dev-engine · skills/sdlc-meta/git-collaboration-workflow/SKILL.md · Use when planning branch strategy, making commits, reviewing diffs, deciding whether reviewer feedback is right…

peterbamuhigire/chwezi-dev-engine · skills/sdlc-meta/github-ops/SKILL.md · Use when performing GitHub operations via `gh` for issue triage, PR and CI status, releases, Dependabot and…

peterbamuhigire/chwezi-dev-engine · skills/sdlc-meta/implementation-status-auditor/SKILL.md · Use when auditing actual software implementation status against requirements, plans, schemas, integrations, tests, and…

peterbamuhigire/chwezi-dev-engine · skills/sdlc-meta/kaizen-improvement-system/SKILL.md · Use when auditing or improving this engineering engine or a product it produces. Coordinates evidence-backed baselines…

peterbamuhigire/chwezi-dev-engine · skills/sdlc-meta/project-requirements/SKILL.md · Use when interviewing stakeholders and producing traceable SaaS requirements, business rules, user types, workflows…

peterbamuhigire/chwezi-dev-engine · skills/sdlc-meta/santa-method/SKILL.md · Use when output must clear two independent adversarial reviewers before it ships — production code, published content…

peterbamuhigire/chwezi-dev-engine · skills/sdlc-meta/sdlc-documentation/SKILL.md · Use when producing, reviewing, or consolidating SDLC documentation across planning, requirements, design, testing…

peterbamuhigire/chwezi-dev-engine · skills/sdlc-meta/skill-composition-standards/SKILL.md · Use when authoring, normalising, or reviewing skills that must follow the repository house style, capability…

peterbamuhigire/chwezi-dev-engine · skills/sdlc-meta/skill-engine-audit/SKILL.md · Use when auditing, grading, benchmarking, or conforming a skills engine, safety-gating one new, changed, or imported…

peterbamuhigire/chwezi-dev-engine · skills/sdlc-meta/skill-writing/SKILL.md · Use when authoring, creating, or upgrading a reusable SKILL.md, specialist-role instruction, or vendor adapter with…

peterbamuhigire/chwezi-dev-engine · skills/sdlc-meta/systematic-bug-diagnosis/SKILL.md · Use when a defect, regression, intermittent failure, or performance symptom needs evidence-led reproduction and causal…

peterbamuhigire/chwezi-dev-engine · skills/sdlc-meta/world-class-bid-red-team-and-delivery-qc/SKILL.md · Use when applying the final quality gate to high-stakes bids, donor submissions, consulting deliverables, compliance…

peterbamuhigire/chwezi-dev-engine · skills/sdlc-meta/world-class-engineering/SKILL.md · Use when designing, building, reviewing, or upgrading production software that must be secure, performant…

peterbamuhigire/chwezi-dev-engine · skills/security/code-safety-scanner/SKILL.md · Use when scanning a codebase before deployment for critical vulnerabilities, server-error risks, unsafe AI-generated…

peterbamuhigire/chwezi-dev-engine · skills/security/dpia-generator/SKILL.md · Use when producing or reviewing a Data Protection Impact Assessment (DPIA) for a new feature or for Uganda…

peterbamuhigire/chwezi-dev-engine · skills/security/linux-security-hardening/SKILL.md · Use when hardening or auditing Debian and Ubuntu hosts for identity, sudo, PAM, MFA, permissions, AppArmor, auditd…

peterbamuhigire/chwezi-dev-engine · skills/security/network-security/SKILL.md · Use when designing, hardening, or auditing network security for self-managed SaaS infrastructure, including firewalls…

peterbamuhigire/chwezi-dev-engine · skills/security/vibe-security-skill/SKILL.md · Use when designing or reviewing application, API, or multi-tenant SaaS security. Produces threat models, abuse cases…

peterbamuhigire/chwezi-dev-engine · skills/security/web-app-security-audit/SKILL.md · Use when auditing a PHP/JavaScript/HTML web application for security vulnerabilities. Covers configuration…